The significance of Machine Learning in data analytics lies in its ability to uncover patterns and insights from large volumes of data. By utilizing algorithms that can learn from data, Machine Learning enables businesses to make data-driven decisions, automate processes, and enhance predictive analytics. This technology allows for improved accuracy in forecasting trends, customer behavior, and operational efficiencies, ultimately driving innovation and competitive advantage in various industries.